J-GLOBAL ID:200901095941125360   Update date: May. 03, 2024

Oda Mariko

オダ マリコ | Oda Mariko
Affiliation and department:
Job title: 教授
Research field  (2): Human interfaces and interactions ,  Educational technology
Research keywords  (4): AI Literacy Education ,  AI ,  感情認識 ,  Special Needs Education
Research theme for competitive and other funds  (14):
  • 2021 - 2024 An Emotional Recognition AI Mentoring System for Children with Intellectual Disabilities to Support their Self-Study through E-Learning
  • 2018 - 2022 Recording of Educational Practice with a 360-degree All-around Camera and Construction of "Learning Outcome Visualization System"
  • 2015 - 2019 Development of the Input devices for Handicapped children with Intellectual disabilities.
  • 2015 - 2019 Technical and Educational Assistance to Children in Special Schools as Service Learning by University Students
  • 2012 - 2015 Develpment of Learning Support Software Using 3-D CG animation for Children with intellectual disabilities
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Papers (29):
  • Kohei Arai, Jin Shimazoe, Mariko Oda. Method for Hyperparameter Tuning of Image Classification with PyCaret. International Journal of Advanced Computer Science and Applications. 2023. 14. 9
  • Jin Shimazoe, Kohei Arai, Mari Oda. Method for Hyperparameter Tuning of EfficientNetV2-based Image Classification by Deliberately Modifying Optuna Tuned Result. International Journal of Advanced Computer Science and Applications. 2023. 14. 12
  • Taiga Haruta, Mariko Oda, Kohei Arai. Emotion Estimation Method with Mel-frequency Spectrum, Voice Power Level and Pitch Frequency of Human Voices through CNN Learning Processes. International Journal of Advanced Computer Science and Applications. 2022. 13. 11
  • Jin Shimazoe, Kohei Arai, Mariko Oda, Jewon Oh. Method for 1/f Fluctuation Component Extraction from Images and Its Application to Improve Kurume Kasuri Quality Estimation. International Journal of Advanced Computer Science and Applications. 2022. 13. 11. 465-471
  • 「 スウリ ・ データサイエンス ・ AI キョウイク プログラム(リテラシーレベル)プラス 」 センテイコウ ニ オケル キョウイク ジッセン トリクミ ノ ショウカイ(ソノ 1). 2022. 2022年度. 1. 37-42
MISC (61):
  • OH, Jewon, MATSUMOTO, Yutaka, SHIMAZOE, Jin, ODA, Mariko, YASAKA, Ryosuke, ARAI, Kohei. Experimental Study on Shear Strength for Reinforced Concrete Column with Wing Wall on One Side (Part2 Crack Detection and Length Calculation Method Using Image Processing). Bulletin of Kurume Institute of Technology. 2023. 45. 117-124
  • 春田大河, 小田まり子, 新井康平, 新井康平, 石垣大樹. AI-Utilized e-Leaning Support System for Special Needs Children. 電子情報通信学会技術研究報告(Web). 2023. 123. 81(WIT2023 1-17)
  • OH, Jewon, SUMIYOSHI, Daisuke, HARUTA, Taiga, ODA, Mariko, SENTA, Yosuke, YASAKA, Ryosuke, ARAI, Kohei. Energy Reduction Techniques using AI and Image Processing for Building Energy. Bulletin of Kurume Institute of Technology. 2022. 45. 108-116
  • OH Jewon, 住吉大輔, 小田まり子, 新井康平, 千田陽介, 八坂亮祐. Investigation of AI-based Energy Reduction Technology for Air Conditioning (Human Behavior Detection using AI Image Recognition Technology and Performance Study of HVAC System). 久留米工業大学研究報告(Web). 2022. 44. 44. 187-195
  • 高橋雅仁, 原圭孝, 佐野弘明, 服部雄紀, 小田まり子. A Spoken Dialog System for the Elderly: Toward the Realization of a Dialect-enabled Dialog System. 久留米工業大学研究報告(Web). 2021. 43. 28-37
Work history (2):
  • 2020/04 - 現在 Kurume Institute of Technology Professor
  • 2014/04 - 2020/09 Hagoromo University of International Studies Faculty of Social Sciences Multimedia Department Professor
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